Basic Statistics

Raw Counts

Name Value
Rows 1,470
Columns 35
Discrete columns 9
Continuous columns 26
All missing columns 0
Missing observations 0
Complete Rows 1,470
Total observations 51,450
Memory allocation 262.7 Kb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

Bar Chart (by Attrition)

QQ Plot

QQ Plot (by Attrition)

Correlation Analysis

## Warning in cor(x = structure(list(Age = c(41L, 49L, 37L, 33L, 27L, 32L, : the standard deviation is
## zero

Principal Component Analysis

## Warning in (function (data, variance_cap = 0.8, maxcat = 50L, prcomp_args = list(scale. = TRUE), : The following features are dropped due to zero variance:
##  * EmployeeCount
##  * StandardHours
##  * Over18_Y

Bivariate Distribution

Boxplot (by Attrition)

Scatterplot (by Attrition)